UID:
almahu_9948025813102882
Format:
1 online resource (377 p.)
Edition:
1st edition
ISBN:
0-12-407902-4
,
1-281-02267-5
,
9786611022679
,
0-08-052172-X
Series Statement:
The Morgan Kaufmann series in networking
Content:
Information processing in sensor networks is a rapidly emerging area of computer science and electrical engineering research. Because of advances in micro-sensors, wireless networking and embedded processing, ad hoc networks of sensor are becoming increasingly available for commercial, military, and homeland security applications. Examples include monitoring (e.g., traffic, habitat, security), industrial sensing and diagnostics (e.g., factory, appliances), infrastructures (i.e., power grid, water distribution, waste disposal) and battle awareness (e.g., multi-target tracking). This book introd
Note:
Description based upon print version of record.
,
Front Cover; Wireless Sensor Networks: An Information Processing Approach; Copyright Page; Contents; Chapter 1. Introduction; 1.1 Unique Constraints and Challenges; 1.2 Advantages of Sensor Networks; 1.3 Sensor Network Applications; 1.4 Collaborative Processing; 1.5 Key Definitions of Sensor Networks; 1.6 The Rest of The Book; Chapter 2. Canonical Roblem Localization and Tracking; 2.1 A Tracking Scenario; 2.2 Problem Formulation; 2.3 Distributed Representation and Inference of States; 2.4 Tracking Multiple Objects; 2.5 Sensor Models; 2.6 Performance Comparison and Metrics; 2.7 Summary
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Chapter 3. Networking Sensors3.1 Key Assumptions; 3.2 Medium Access Control; 3.3 General Issues; 3.4 Geographic, Energy-Aware Routing; 3.5 Attribute-Based Routing; 3.6 Summary; Chapter 4. Infrastructure Establishment; 4.1 Topology Control; 4.2 Clustering; 4.3 Time Synchronization; 4.4 Localization And Localization Services; 4.5 Summary; Chapter 5. Sensor Tasking and Control; 5.1 Task-Driven Sensing; 5.2 Roles of Sensor Nodes and Utilities; 5.3 Information-Based Sensor Tasking; 5.4 Joint Routing and Information Aggregation; 5.5 Summary; Chapter 6. Sensor Network Databases
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6.1 Sensor Database Challenges6.2 Querying the Physical Environment; 6.3 Query Interfaces; 6.4 High-Level Database Organization; 6.5 In-Network Aggregation; 6.6 Data-Centric Storage; 6.7 Data Indices and Range Queries; 6.8 Distributed Hierarchical Aggregation; 6.9 Temporal Data; 6.10 Summary; Chapter 7. Sensor Network Platforms and Tools; 7.1 Sensor Node Hardware; 7.2 Sensor Network Programming Challenges; 7.3 Node-Level Software Platforms; 7.4 Node-Level Simulators; 7.5 Programming Beyond Individual Nodes State-Centric Programming; 7.6 Summary; Chapter 8. Applications and Future Directions
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8.1 A Summary of the Book8.2 Emerging Applications; 8.3 Future Research Directions; 8.4 Conclusion; Appendix A. Optimal Estimator Design; Appendix B. Particle Filter; Appendix C. Information Utility Measures; Appendix D. Sample Sensor Selection Criteria; Bibliography; Index
,
English
Additional Edition:
ISBN 9780124079021 (Electronic Book)
Additional Edition:
ISBN 9786611022679 (Electronic Book)
Additional Edition:
ISBN 9781558609143 (Cloth/HB)
Language:
English
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